research
∙
09/13/2021
Learning reduced order models from data for hyperbolic PDEs
Given a set of solution snapshots of a hyperbolic PDE, we are interested...
share
research
∙
05/02/2021
Data-Driven Model Order Reduction for Problems with Parameter-Dependent Jump-Discontinuities
We propose a data-driven model order reduction (MOR) technique for param...
research
∙
09/23/2020
A Positive and Stable L2-minimization Based Moment Method for the Boltzmann Equation of Gas dynamics
We consider the method-of-moments approach to solve the Boltzmann equati...
research
∙
09/17/2020
Data-Driven Snapshot Calibration via Monotonic Feature Matching
Snapshot matrices of hyperbolic equations have a slow singular value dec...
research
∙
04/06/2020
Stable Boundary Conditions and Discretization for PN Equations
A solution to the linear Boltzmann equation satisfies an energy bound, w...
research
∙
03/13/2020